Georgios C. Manikis

A longitudinal MRI dataset of brain metastases with tumor segmentations, clinical & radiomic data.

Journal: Scientific data

Published: June 23, 2025

Ensuring Model Fairness via Stratified Training: TP53 Mutation Prediction with Estrogen Receptor Stratification in Breast Histopathology.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Machine learning-based spatial characterization of tumor-immune microenvironment in the EORTC 10994/BIG 1-00 early breast cancer trial.

Journal: NPJ breast cancer

Published: June 23, 2024

Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images.

Journal: IEEE journal of biomedical and health informatics

Published: June 12, 2024

LKB1 Loss Correlates with STING Loss and, in Cooperation with β-Catenin Membranous Loss, Indicates Poor Prognosis in Patients with Operable Non-Small Cell Lung Cancer.

Journal: Cancers

Published: April 07, 2024

Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

New Insights in the Era of Clinical Biomarkers as Potential Predictors of Systemic Therapy-Induced Cardiotoxicity in Women with Breast Cancer: A Systematic Review.

Journal: Cancers

Published: May 10, 2023

A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate.

Journal: Magnetic resonance imaging

Published: October 19, 2022

Harmonization Strategies in Multicenter MRI-Based Radiomics.

Journal: Journal of imaging

Published: September 13, 2022

A longitudinal MRI dataset of brain metastases with tumor segmentations, clinical & radiomic data.

A longitudinal MRI dataset of brain metastases with tumor segmentations, clinical & radiomic data.

Ensuring Model Fairness via Stratified Training: TP53 Mutation Prediction with Estrogen Receptor Stratification in Breast Histopathology.

Ensuring Model Fairness via Stratified Training: TP53 Mutation Prediction with Estrogen Receptor Stratification in Breast Histopathology.

Machine learning-based spatial characterization of tumor-immune microenvironment in the EORTC 10994/BIG 1-00 early breast cancer trial.

Machine learning-based spatial characterization of tumor-immune microenvironment in the EORTC 10994/BIG 1-00 early breast cancer trial.

Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images.

Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images.

LKB1 Loss Correlates with STING Loss and, in Cooperation with β-Catenin Membranous Loss, Indicates Poor Prognosis in Patients with Operable Non-Small Cell Lung Cancer.

LKB1 Loss Correlates with STING Loss and, in Cooperation with β-Catenin Membranous Loss, Indicates Poor Prognosis in Patients with Operable Non-Small Cell Lung Cancer.

Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis.

Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis.

CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity.

CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity.

Automated analysis for glaucoma screening of retinal videos acquired with smartphone-based ophthalmoscope.

Automated analysis for glaucoma screening of retinal videos acquired with smartphone-based ophthalmoscope.

Digital Self-Management Intervention Paths for Early Breast Cancer Patients: Results of a Pilot Study.

Digital Self-Management Intervention Paths for Early Breast Cancer Patients: Results of a Pilot Study.

New Insights in the Era of Clinical Biomarkers as Potential Predictors of Systemic Therapy-Induced Cardiotoxicity in Women with Breast Cancer: A Systematic Review.

New Insights in the Era of Clinical Biomarkers as Potential Predictors of Systemic Therapy-Induced Cardiotoxicity in Women with Breast Cancer: A Systematic Review.

A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate.

A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate.

Harmonization Strategies in Multicenter MRI-Based Radiomics.

Harmonization Strategies in Multicenter MRI-Based Radiomics.